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Last updated September 24, 2026
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Human View is the term as people read it. Machine View is exactly what an AI agent receives.

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This is exactly what an AI agent receives. The same record, as JSON-LD, below.

Use this record in your app or agent

CLI 
di get-glossary --slug signals
REST 
GET https://api.decisioninsights.ai/api/public/v1/glossary/aff98d9f-57fd-4aa1-90e8-5e4a8dc37416
Test via MCP 
curl -X POST https://mcp.decisioninsights.ai/api/mcp-public \
  -H "content-type: application/json" \
  -H "accept: application/json, text/event-stream" \
  -d '{"id":1,"jsonrpc":"2.0","method":"tools/call","params":{"arguments":{"slug":"signals"},"name":"di_get_term"}}'

The CLI command and the REST call for this record need a free account: run di login, or send your OAuth token. Over MCP it is free with none.

Connect your agent over MCP REST API and CLI docs

A green key on the record, left, is one Decision Insights added. It doesn't exist on the company's site or in a wire feed. The same key labels its row on the right, so you can match them directly. More on how DI enriches a record.

The record

This is what the machine sees: the exact JSON-LD an agent receives for this listing.

DefinedTerm 
{
  "@context": "https://schema.org",
  "@id": "https://decisioninsights.ai/term/signals/page/235/#definedterm",
  "@type": "DefinedTerm",
  "description": "The full archive of enterprise technology signals: launches, funding, partnerships, advisories, and market moves across cloud, networking, cybersecurity, and AI.",
  "inDefinedTermSet": {
    "@id": "https://decisioninsights.ai/term/#termset",
    "@type": "DefinedTermSet",
    "url": "https://decisioninsights.ai/term/"
  },
  "name": "Record",
  "subjectOf": [
    {
      "@id": "https://decisioninsights.ai/aviz-networks-highlights-change-in-2025-network-infrastructure/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz Networks Highlights Change in 2025 Network Infrastructure",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Vishal Shukla"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/aviz-networks/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/the-ai-era-paradigm-shift-in-infrastructure-and-networks"
      },
      "url": "https://decisioninsights.ai/aviz-networks-highlights-change-in-2025-network-infrastructure/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-networks-focuses-on-core-values-in-partnerships-for-sonic-networking-solutions/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz Networks Focuses on Core Values in Partnerships for SONiC Networking Solutions",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Neal Trieber"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/aviz-networks/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/aviz-new-partner-launch-program-with-industry-leaders"
      },
      "url": "https://decisioninsights.ai/aviz-networks-focuses-on-core-values-in-partnerships-for-sonic-networking-solutions/"
    },
    {
      "@id": "https://decisioninsights.ai/sonic-challenges-myths-about-enterprise-networking-readiness/#blogposting",
      "@type": "BlogPosting",
      "headline": "SONiC Challenges Myths About Enterprise Networking Readiness",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Vishal Shukla"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/aviz-networks/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/debunking-5-common-myths-about-sonic"
      },
      "url": "https://decisioninsights.ai/sonic-challenges-myths-about-enterprise-networking-readiness/"
    },
    {
      "@id": "https://decisioninsights.ai/ones-rule-engine-enhanced-monitoring-and-alerting-for-ai-fabric/#blogposting",
      "@type": "BlogPosting",
      "headline": "ONES Rule Engine: Enhanced Monitoring and Alerting for AI-Fabric",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Anbarasan Ramalingam"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/aviz-networks/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/ones-rule-engine-enhanced-monitoring-and-alerting-for-ai-fabric"
      },
      "url": "https://decisioninsights.ai/ones-rule-engine-enhanced-monitoring-and-alerting-for-ai-fabric/"
    },
    {
      "@id": "https://decisioninsights.ai/5-myths-about-sonic-nos/#blogposting",
      "@type": "BlogPosting",
      "headline": "5 Myths About SONiC NOS",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Ilona Gabinsky"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/aviz-networks/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/5-myths-about-sonic-nos"
      },
      "url": "https://decisioninsights.ai/5-myths-about-sonic-nos/"
    },
    {
      "@id": "https://decisioninsights.ai/ones-3-1-enhances-sonic-infrastructure-monitoring-with-new-features/#blogposting",
      "@type": "BlogPosting",
      "headline": "ONES 3.1 Enhances SONiC Infrastructure Monitoring with New Features",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
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        },
        "sourceOrganization": {
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          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/ones-3-1-boosts-sonic-support-key-enhancements-for-smarter-infrastructure-troubleshooting"
      },
      "url": "https://decisioninsights.ai/ones-3-1-enhances-sonic-infrastructure-monitoring-with-new-features/"
    },
    {
      "@id": "https://decisioninsights.ai/ones-3-0-supports-scalable-data-center-management-with-new-features/#blogposting",
      "@type": "BlogPosting",
      "headline": "ONES 3.0 Supports Scalable Data Center Management with New Features",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Anbarasan Ramalingam"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/aviz-networks/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/global-reach-local-insight-ones-3-0-delivers-seamless-data-center-management"
      },
      "url": "https://decisioninsights.ai/ones-3-0-supports-scalable-data-center-management-with-new-features/"
    },
    {
      "@id": "https://decisioninsights.ai/cisco-8000-and-sonic-upcoming-event-for-it-leaders/#blogposting",
      "@type": "BlogPosting",
      "headline": "Cisco 8000 and SONiC: Upcoming Event for IT Leaders",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Ilona Gabinsky"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/aviz-networks/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/cisco-8000-sonic-with-aviz-ones-bootcamp-why-you-should-join"
      },
      "url": "https://decisioninsights.ai/cisco-8000-and-sonic-upcoming-event-for-it-leaders/"
    },
    {
      "@id": "https://decisioninsights.ai/ones-enhances-sonic-rma-with-automated-backup-and-restore-solutions/#blogposting",
      "@type": "BlogPosting",
      "headline": "ONES Enhances SONiC RMA with Automated Backup and Restore Solutions",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Pramod Taramatta"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/aviz-networks/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/simplify-your-sonic-rma-experience-with-ones-backup-restore"
      },
      "url": "https://decisioninsights.ai/ones-enhances-sonic-rma-with-automated-backup-and-restore-solutions/"
    },
    {
      "@id": "https://decisioninsights.ai/ones-enhances-security-for-sonic-deployments-with-layered-strategies/#blogposting",
      "@type": "BlogPosting",
      "headline": "ONES Enhances Security for SONiC Deployments with Layered Strategies",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Madhu Paluru"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/aviz-networks/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/fortifying-ones-multi-vendor-sonic-stack-the-enterprise-grade-security-to-safeguard-data-center-fabrics"
      },
      "url": "https://decisioninsights.ai/ones-enhances-security-for-sonic-deployments-with-layered-strategies/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-introduces-ones-for-sonic-migration-support/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz Introduces ONES for SONiC Migration Support",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "Vishal Shukla"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/aviz-networks/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/introducing-ones-the-supportability-stack-for-sonic"
      },
      "url": "https://decisioninsights.ai/aviz-introduces-ones-for-sonic-migration-support/"
    },
    {
      "@id": "https://decisioninsights.ai/aviz-highlights-importance-of-netops-support-frameworks-with-ones/#blogposting",
      "@type": "BlogPosting",
      "headline": "Aviz Highlights Importance of NetOps Support Frameworks with ONES",
      "isBasedOn": {
        "@type": "CreativeWork",
        "author": {
          "@type": "Person",
          "name": "arakkal kanju"
        },
        "sourceOrganization": {
          "@id": "https://decisioninsights.ai/registry/aviz-networks/#organization",
          "@type": "Organization",
          "mainEntityOfPage": "https://decisioninsights.ai/registry/aviz-networks/",
          "name": "Aviz Networks"
        },
        "url": "https://aviznetworks.com/resources/blogs/power-up-your-netops-support-framework-for-sres-with-ones-innovation"
      },
      "url": "https://decisioninsights.ai/aviz-highlights-importance-of-netops-support-frameworks-with-ones/"
    }
  ],
  "url": "https://decisioninsights.ai/term/signals/page/235/"
}
WebSite 
{
  "@context": "https://schema.org",
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  "@type": "WebSite",
  "name": "Decision Insights",
  "potentialAction": {
    "@type": "SearchAction",
    "target": {
      "@type": "EntryPoint",
      "urlTemplate": "https://decisioninsights.ai/search/?q={search_term_string}\u0026submit=1"
    }
  },
  "publisher": {
    "@id": "https://decisioninsights.ai/#organization"
  },
  "url": "https://decisioninsights.ai"
}
Organization 
{
  "@context": "https://schema.org",
  "@id": "https://decisioninsights.ai/#organization",
  "@type": "Organization",
  "contactPoint": {
    "@type": "ContactPoint",
    "contactType": "customer support",
    "email": "[email protected]"
  },
  "description": "Decision Insights is a Registry of technology companies, open source projects, and industry terms, built for people and for AI agents that need sourced, structured information.",
  "logo": {
    "@type": "ImageObject",
    "url": "https://wiretap-cdn-assets.nyc3.cdn.digitaloceanspaces.com/decision-insights/[email protected]"
  },
  "name": "Decision Insights",
  "parentOrganization": {
    "@type": "Organization",
    "name": "Wiretap Labs",
    "sameAs": [
      "https://www.linkedin.com/company/wiretap-labs",
      "https://www.crunchbase.com/organization/wiretap-labs"
    ],
    "url": "https://wiretaplabs.com"
  },
  "publishingPrinciples": "https://decisioninsights.ai/standards/",
  "sameAs": [
    "https://www.linkedin.com/company/decisioninsights"
  ],
  "url": "https://decisioninsights.ai"
}
BreadcrumbList 
{
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      "name": "Decision Insights",
      "position": 1
    },
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      "@type": "ListItem",
      "item": "https://decisioninsights.ai/term/",
      "name": "Glossary",
      "position": 2
    },
    {
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      "name": "Record",
      "position": 3
    }
  ]
}
CollectionPage 
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  "@type": "CollectionPage",
  "dateModified": "2026-09-24T01:51:41Z",
  "description": "The full archive of enterprise technology signals: launches, funding, partnerships, advisories, and market moves across cloud, networking, cybersecurity, and AI.",
  "isPartOf": {
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}
What we add

Graph

A glossary entry defines a term and stops there. It doesn't show where the term is actually being used or written about. We track and link every article that covers it.

BlogPosting Aviz Networks Highlights Change in 2025 Network Infrastructure BlogPosting Aviz Networks Focuses on Core Values in Partnerships for SONiC Networking Solutions BlogPosting SONiC Challenges Myths About Enterprise Networking Readiness and 9 more on this page

The person who sent this agent gets an answer they can act on

Somebody dispatched this agent to evaluate Record for a real decision: a shortlist, a vendor comparison, a purchase. "Record makes X" isn't something they can act on; they need to know the claim is real and where it came from. Follow one enriched link from Act 2 and see what the agent can actually hand back to them:

  1. The record DefinedTerm Record
  2. One of its 12 linked records BlogPosting Aviz Networks Highlights Change in 2025 Network Infrastructure https://decisioninsights.ai/aviz-networks-highlights-change-in-2025-network-infrastructure/
  3. The primary source CreativeWork aviznetworks.com https://aviznetworks.com/resources/blogs/the-ai-era-paradigm-shift-in-infrastructure-and-networks Original author: Vishal Shukla

Our summary is written by Decision Insights Coverage. The source keeps its own byline, credited above. Both are in the JSON.